Table Data - All Employees: Professional and Business Services: Services to Buildings and Dwellings in Pennsylvania
| Title | All Employees: Professional and Business Services: Services to Buildings and Dwellings in Pennsylvania |
|---|---|
| Series ID | SMU42000006056170001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-08-01 |
| Last Updated | 2026-09-18 11:32 AM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 52.3920334738 |
| 1990-02-01 | 52.5144826161 |
| 1990-03-01 | 52.8978881607 |
| 1990-04-01 | 52.3833966563 |
| 1990-05-01 | 51.9105825921 |
| 1990-06-01 | 52.4153465727 |
| 1990-07-01 | 52.4186678867 |
| 1990-08-01 | 52.8165406324 |
| 1990-09-01 | 52.7945177875 |
| 1990-10-01 | 52.8518709794 |
| 1990-11-01 | 53.0285837596 |
| 1990-12-01 | 53.1056852917 |
| 1991-01-01 | 53.1363270926 |
| 1991-02-01 | 52.8863045277 |
| 1991-03-01 | 52.6763506839 |
| 1991-04-01 | 52.6537653247 |
| 1991-05-01 | 52.3683644264 |
| 1991-06-01 | 52.2446355834 |
| 1991-07-01 | 51.2840405016 |
| 1991-08-01 | 51.5588899596 |
| 1991-09-01 | 51.7017028641 |
| 1991-10-01 | 51.9143723681 |
| 1991-11-01 | 52.0869702709 |
| 1991-12-01 | 51.8580113835 |
| 1992-01-01 | 52.2797511111 |
| 1992-02-01 | 52.1010527174 |
| 1992-03-01 | 51.4705709416 |
| 1992-04-01 | 51.8127946833 |
| 1992-05-01 | 52.0789470646 |
| 1992-06-01 | 52.3317493988 |
| 1992-07-01 | 52.5444971097 |
| 1992-08-01 | 52.5352679216 |
| 1992-09-01 | 52.5099089611 |
| 1992-10-01 | 53.0484798204 |
| 1992-11-01 | 52.7735482899 |
| 1992-12-01 | 52.7114513109 |
| 1993-01-01 | 52.5666504981 |
| 1993-02-01 | 52.8048614267 |
| 1993-03-01 | 51.0342492790 |
| 1993-04-01 | 53.6558977319 |
| 1993-05-01 | 53.7404796680 |
| 1993-06-01 | 52.5190588769 |
| 1993-07-01 | 53.8961359051 |
| 1993-08-01 | 53.9243331777 |
| 1993-09-01 | 54.6439752237 |
| 1993-10-01 | 54.1011589983 |
| 1993-11-01 | 53.9799836452 |
| 1993-12-01 | 54.1166395960 |
| 1994-01-01 | 53.7901815972 |
| 1994-02-01 | 53.8401389647 |
| 1994-03-01 | 52.4465070235 |
| 1994-04-01 | 53.9081106877 |
| 1994-05-01 | 53.8059489695 |
| 1994-06-01 | 53.5297209650 |
| 1994-07-01 | 53.8917209875 |
| 1994-08-01 | 53.8260505815 |
| 1994-09-01 | 53.8172380618 |
| 1994-10-01 | 53.4750964534 |
| 1994-11-01 | 53.4752223046 |
| 1994-12-01 | 53.2203753129 |
| 1995-01-01 | 53.9278369876 |
| 1995-02-01 | 54.1874381993 |
| 1995-03-01 | 54.9353218841 |
| 1995-04-01 | 54.0783515944 |
| 1995-05-01 | 53.6923350425 |
| 1995-06-01 | 53.8465744271 |
| 1995-07-01 | 53.4200412525 |
| 1995-08-01 | 53.4535770489 |
| 1995-09-01 | 53.4994279867 |
| 1995-10-01 | 53.3075389050 |
| 1995-11-01 | 53.6600622165 |
| 1995-12-01 | 53.8923374810 |
| 1996-01-01 | 52.8729982847 |
| 1996-02-01 | 53.9466091935 |
| 1996-03-01 | 53.8207155666 |
| 1996-04-01 | 53.9349302998 |
| 1996-05-01 | 54.7175981149 |
| 1996-06-01 | 54.6932457055 |
| 1996-07-01 | 54.7413835780 |
| 1996-08-01 | 55.1080097411 |
| 1996-09-01 | 54.9406274369 |
| 1996-10-01 | 54.8699606732 |
| 1996-11-01 | 54.8870709912 |
| 1996-12-01 | 54.4374158851 |
| 1997-01-01 | 54.5500730593 |
| 1997-02-01 | 55.0214931436 |
| 1997-03-01 | 54.3343842112 |
| 1997-04-01 | 54.8767451459 |
| 1997-05-01 | 55.1161220648 |
| 1997-06-01 | 55.1774749155 |
| 1997-07-01 | 55.2967310727 |
| 1997-08-01 | 55.4864316648 |
| 1997-09-01 | 55.6220013267 |
| 1997-10-01 | 55.9235765890 |
| 1997-11-01 | 55.6823485574 |
| 1997-12-01 | 55.7412841689 |
| 1998-01-01 | 53.9362257109 |
| 1998-02-01 | 53.6826132506 |
| 1998-03-01 | 54.0654557382 |
| 1998-04-01 | 58.0622926862 |
| 1998-05-01 | 58.0391508543 |
| 1998-06-01 | 58.1088504324 |
| 1998-07-01 | 59.0965611326 |
| 1998-08-01 | 58.8919162996 |
| 1998-09-01 | 59.0718824794 |
| 1998-10-01 | 59.6955015513 |
| 1998-11-01 | 59.7644903088 |
| 1998-12-01 | 60.6190993846 |
| 1999-01-01 | 60.7422250221 |
| 1999-02-01 | 61.1997113328 |
| 1999-03-01 | 65.7386937850 |
| 1999-04-01 | 61.2251070161 |
| 1999-05-01 | 61.3352805353 |
| 1999-06-01 | 61.3195578817 |
| 1999-07-01 | 60.7170508678 |
| 1999-08-01 | 60.3458434464 |
| 1999-09-01 | 61.0756328019 |
| 1999-10-01 | 61.1431977279 |
| 1999-11-01 | 61.7317825884 |
| 1999-12-01 | 62.5710395412 |
| 2000-01-01 | 62.1436119048 |
| 2000-02-01 | 61.9817779274 |
| 2000-03-01 | 63.4619325134 |
| 2000-04-01 | 63.2313069407 |
| 2000-05-01 | 62.6292152324 |
| 2000-06-01 | 62.6691516039 |
| 2000-07-01 | 63.4749274353 |
| 2000-08-01 | 63.5479982071 |
| 2000-09-01 | 64.0026433154 |
| 2000-10-01 | 63.7716281563 |
| 2000-11-01 | 63.8493885243 |
| 2000-12-01 | 63.8896449984 |
| 2001-01-01 | 64.2667713966 |
| 2001-02-01 | 65.2311046301 |
| 2001-03-01 | 64.6592607824 |
| 2001-04-01 | 64.1786640367 |
| 2001-05-01 | 64.5685464285 |
| 2001-06-01 | 64.7663370917 |
| 2001-07-01 | 64.6240807460 |
| 2001-08-01 | 64.4445646474 |
| 2001-09-01 | 64.4027967243 |
| 2001-10-01 | 64.6317654441 |
| 2001-11-01 | 64.4437220499 |
| 2001-12-01 | 64.3923638400 |
| 2002-01-01 | 64.5858426292 |
| 2002-02-01 | 64.7367565864 |
| 2002-03-01 | 65.0782740683 |
| 2002-04-01 | 65.1852618150 |
| 2002-05-01 | 65.1769967809 |
| 2002-06-01 | 65.2078293079 |
| 2002-07-01 | 65.1133344608 |
| 2002-08-01 | 64.9076499051 |
| 2002-09-01 | 64.7792741541 |
| 2002-10-01 | 65.2618786050 |
| 2002-11-01 | 65.6458497818 |
| 2002-12-01 | 65.9548611316 |
| 2003-01-01 | 66.9372439259 |
| 2003-02-01 | 66.3472822260 |
| 2003-03-01 | 64.8702119735 |
| 2003-04-01 | 66.7574225049 |
| 2003-05-01 | 67.1277042336 |
| 2003-06-01 | 66.7495565310 |
| 2003-07-01 | 67.0551147434 |
| 2003-08-01 | 67.4890741142 |
| 2003-09-01 | 67.7325528242 |
| 2003-10-01 | 67.6135147878 |
| 2003-11-01 | 67.7544831801 |
| 2003-12-01 | 67.8210622281 |
| 2004-01-01 | 68.7463133078 |
| 2004-02-01 | 67.2580881780 |
| 2004-03-01 | 67.7328529682 |
| 2004-04-01 | 68.1575371849 |
| 2004-05-01 | 68.2217406098 |
| 2004-06-01 | 68.4342656019 |
| 2004-07-01 | 68.6504821065 |
| 2004-08-01 | 68.6738361050 |
| 2004-09-01 | 68.4977667404 |
| 2004-10-01 | 68.3183232511 |
| 2004-11-01 | 68.2865299826 |
| 2004-12-01 | 68.6332344013 |
| 2005-01-01 | 67.8730858547 |
| 2005-02-01 | 67.4746951795 |
| 2005-03-01 | 66.9401871112 |
| 2005-04-01 | 69.8072563116 |
| 2005-05-01 | 69.7946195728 |
| 2005-06-01 | 69.7187615384 |
| 2005-07-01 | 69.8839880243 |
| 2005-08-01 | 69.8146308135 |
| 2005-09-01 | 70.1598817705 |
| 2005-10-01 | 69.5832186534 |
| 2005-11-01 | 69.7488247651 |
| 2005-12-01 | 69.4785373634 |
| 2006-01-01 | 70.2088149381 |
| 2006-02-01 | 71.0711640461 |
| 2006-03-01 | 71.4829169648 |
| 2006-04-01 | 71.4753250754 |
| 2006-05-01 | 71.1225035383 |
| 2006-06-01 | 71.4228566501 |
| 2006-07-01 | 71.3271596041 |
| 2006-08-01 | 71.6804388892 |
| 2006-09-01 | 71.8746642623 |
| 2006-10-01 | 72.1242015579 |
| 2006-11-01 | 72.1698726536 |
| 2006-12-01 | 71.8991229058 |
| 2007-01-01 | 71.7095696147 |
| 2007-02-01 | 71.6959740412 |
| 2007-03-01 | 71.1612679646 |
| 2007-04-01 | 72.1843218439 |
| 2007-05-01 | 72.7146810335 |
| 2007-06-01 | 73.2298515716 |
| 2007-07-01 | 73.3936541269 |
| 2007-08-01 | 73.3507688520 |
| 2007-09-01 | 73.4868258429 |
| 2007-10-01 | 72.9220118351 |
| 2007-11-01 | 73.4718370383 |
| 2007-12-01 | 73.5516861313 |
| 2008-01-01 | 73.6203940907 |
| 2008-02-01 | 73.3440544213 |
| 2008-03-01 | 73.0840337956 |
| 2008-04-01 | 73.4786843850 |
| 2008-05-01 | 73.5496960721 |
| 2008-06-01 | 73.2333681575 |
| 2008-07-01 | 73.3685316647 |
| 2008-08-01 | 73.2172367084 |
| 2008-09-01 | 72.8217730315 |
| 2008-10-01 | 73.0117381815 |
| 2008-11-01 | 72.2771850752 |
| 2008-12-01 | 71.7819392578 |
| 2009-01-01 | 72.2036529123 |
| 2009-02-01 | 71.5474160217 |
| 2009-03-01 | 70.9824202063 |
| 2009-04-01 | 70.7420427063 |
| 2009-05-01 | 70.9959692327 |
| 2009-06-01 | 70.7463309362 |
| 2009-07-01 | 70.4839103469 |
| 2009-08-01 | 70.5728474742 |
| 2009-09-01 | 70.9256412437 |
| 2009-10-01 | 71.0528494025 |
| 2009-11-01 | 71.1260596892 |
| 2009-12-01 | 72.0433690748 |
| 2010-01-01 | 71.6988843296 |
| 2010-02-01 | 72.9131975544 |
| 2010-03-01 | 70.9086311166 |
| 2010-04-01 | 72.9321904626 |
| 2010-05-01 | 72.6526358256 |
| 2010-06-01 | 72.6634732787 |
| 2010-07-01 | 72.4198660343 |
| 2010-08-01 | 72.7083004344 |
| 2010-09-01 | 72.4906595461 |
| 2010-10-01 | 72.8170411935 |
| 2010-11-01 | 73.1812868831 |
| 2010-12-01 | 73.2647539150 |
| 2011-01-01 | 74.9963472731 |
| 2011-02-01 | 73.4609748830 |
| 2011-03-01 | 73.7043590074 |
| 2011-04-01 | 73.6729919918 |
| 2011-05-01 | 73.7069142446 |
| 2011-06-01 | 74.1413866821 |
| 2011-07-01 | 74.1381032804 |
| 2011-08-01 | 73.9995688218 |
| 2011-09-01 | 74.4874265777 |
| 2011-10-01 | 74.4631497634 |
| 2011-11-01 | 74.8154766023 |
| 2011-12-01 | 74.7373510444 |
| 2012-01-01 | 75.3002610843 |
| 2012-02-01 | 75.2391514171 |
| 2012-03-01 | 77.0256573065 |
| 2012-04-01 | 75.6625355374 |
| 2012-05-01 | 74.3823275211 |
| 2012-06-01 | 74.0355767950 |
| 2012-07-01 | 72.9078223638 |
| 2012-08-01 | 73.2401092672 |
| 2012-09-01 | 73.3915886095 |
| 2012-10-01 | 73.6081609300 |
| 2012-11-01 | 73.5063243578 |
| 2012-12-01 | 73.1616853975 |
| 2013-01-01 | 72.2318489287 |
| 2013-02-01 | 72.7294790347 |
| 2013-03-01 | 72.5756533679 |
| 2013-04-01 | 73.1642545540 |
| 2013-05-01 | 73.3564729276 |
| 2013-06-01 | 73.2920005316 |
| 2013-07-01 | 73.8710901434 |
| 2013-08-01 | 74.3178863808 |
| 2013-09-01 | 74.2131649524 |
| 2013-10-01 | 74.0632459949 |
| 2013-11-01 | 74.1845887793 |
| 2013-12-01 | 73.8185233976 |
| 2014-01-01 | 74.9467917180 |
| 2014-02-01 | 75.2933026592 |
| 2014-03-01 | 72.8984742442 |
| 2014-04-01 | 74.9519810593 |
| 2014-05-01 | 75.5459067326 |
| 2014-06-01 | 75.9223173866 |
| 2014-07-01 | 75.6704037006 |
| 2014-08-01 | 75.9289293791 |
| 2014-09-01 | 75.8992973828 |
| 2014-10-01 | 75.4919328625 |
| 2014-11-01 | 75.4072608474 |
| 2014-12-01 | 75.3760731837 |
| 2015-01-01 | 75.4235711046 |
| 2015-02-01 | 75.6433106355 |
| 2015-03-01 | 73.0554582026 |
| 2015-04-01 | 75.5368633770 |
| 2015-05-01 | 76.6529458376 |
| 2015-06-01 | 76.2107309058 |
| 2015-07-01 | 76.5025051386 |
| 2015-08-01 | 76.3539666327 |
| 2015-09-01 | 76.0904548934 |
| 2015-10-01 | 76.4274931173 |
| 2015-11-01 | 76.3912650714 |
| 2015-12-01 | 76.1284001656 |
| 2016-01-01 | 76.3489853254 |
| 2016-02-01 | 76.4542504736 |
| 2016-03-01 | 76.7881907566 |
| 2016-04-01 | 77.4034069915 |
| 2016-05-01 | 76.9801314093 |
| 2016-06-01 | 76.8267912394 |
| 2016-07-01 | 76.6230284999 |
| 2016-08-01 | 76.4500962761 |
| 2016-09-01 | 76.7596115829 |
| 2016-10-01 | 76.8512477455 |
| 2016-11-01 | 77.1384381384 |
| 2016-12-01 | 77.1816959933 |
| 2017-01-01 | 76.9817237542 |
| 2017-02-01 | 77.2401004246 |
| 2017-03-01 | 77.0104800777 |
| 2017-04-01 | 77.5056423088 |
| 2017-05-01 | 77.5584446571 |
| 2017-06-01 | 77.5207617374 |
| 2017-07-01 | 77.1706296850 |
| 2017-08-01 | 77.4730401152 |
| 2017-09-01 | 77.4108604091 |
| 2017-10-01 | 77.4249935301 |
| 2017-11-01 | 77.1045233609 |
| 2017-12-01 | 77.7481153987 |
| 2018-01-01 | 77.9606087241 |
| 2018-02-01 | 77.4101905932 |
| 2018-03-01 | 76.6403456316 |
| 2018-04-01 | 76.4235819489 |
| 2018-05-01 | 77.7163873475 |
| 2018-06-01 | 78.7342201524 |
| 2018-07-01 | 78.4013353478 |
| 2018-08-01 | 78.3437262508 |
| 2018-09-01 | 77.8646847918 |
| 2018-10-01 | 77.7992999445 |
| 2018-11-01 | 77.8618842300 |
| 2018-12-01 | 77.7542191113 |
| 2019-01-01 | 77.9519830430 |
| 2019-02-01 | 78.1434024475 |
| 2019-03-01 | 75.9938471946 |
| 2019-04-01 | 78.1617016521 |
| 2019-05-01 | 78.4669344009 |
| 2019-06-01 | 78.5685109810 |
| 2019-07-01 | 78.6498793793 |
| 2019-08-01 | 78.6018757020 |
| 2019-09-01 | 78.4111887068 |
| 2019-10-01 | 78.0193720320 |
| 2019-11-01 | 77.5308921524 |
| 2019-12-01 | 76.8148432772 |
| 2020-01-01 | 77.3803130608 |
| 2020-02-01 | 75.4432471350 |
| 2020-03-01 | 76.0443225594 |
| 2020-04-01 | 63.9879249405 |
| 2020-05-01 | 68.8725852747 |
| 2020-06-01 | 71.1493924573 |
| 2020-07-01 | 71.5966075451 |
| 2020-08-01 | 72.1068888560 |
| 2020-09-01 | 73.0703009105 |
| 2020-10-01 | 74.1376098206 |
| 2020-11-01 | 74.4983510824 |
| 2020-12-01 | 74.9789667773 |
| 2021-01-01 | 74.1099851167 |
| 2021-02-01 | 75.4235862854 |
| 2021-03-01 | 73.0226811741 |
| 2021-04-01 | 76.0288026354 |
| 2021-05-01 | 75.7711039865 |
| 2021-06-01 | 75.7832099856 |
| 2021-07-01 | 76.3064366922 |
| 2021-08-01 | 76.3104844183 |
| 2021-09-01 | 76.4851752905 |
| 2021-10-01 | 77.1595697241 |
| 2021-11-01 | 77.5761581947 |
| 2021-12-01 | 78.3074371931 |
| 2022-01-01 | 78.1531152202 |
| 2022-02-01 | 77.3560729557 |
| 2022-03-01 | 78.1692435601 |
| 2022-04-01 | 78.2783529880 |
| 2022-05-01 | 77.9149660986 |
| 2022-06-01 | 77.9388739194 |
| 2022-07-01 | 78.0983328319 |
| 2022-08-01 | 78.0073839023 |
| 2022-09-01 | 77.9520293654 |
| 2022-10-01 | 77.8504896940 |
| 2022-11-01 | 77.9598840706 |
| 2022-12-01 | 77.9233675920 |
| 2023-01-01 | 77.4927142642 |
| 2023-02-01 | 77.2101071779 |
| 2023-03-01 | 77.8335409457 |
| 2023-04-01 | 77.5492061258 |
| 2023-05-01 | 77.5994715767 |
| 2023-06-01 | 77.6999421113 |
| 2023-07-01 | 77.2693923084 |
| 2023-08-01 | 77.5379188198 |
| 2023-09-01 | 77.8232281935 |
| 2023-10-01 | 77.4138450455 |
| 2023-11-01 | 76.1827941601 |
| 2023-12-01 | 76.0560328841 |
| 2024-01-01 | 77.0154762832 |
| 2024-02-01 | 77.7415078190 |
| 2024-03-01 | 78.0781233980 |
| 2024-04-01 | 78.0161953168 |
| 2024-05-01 | 78.6135616015 |
| 2024-06-01 | 79.1276636680 |
| 2024-07-01 | 78.4463551736 |
| 2024-08-01 | 78.5430832979 |
| 2024-09-01 | 78.6464662648 |
| 2024-10-01 | 78.3078148763 |
| 2024-11-01 | 77.8466421569 |
| 2024-12-01 | 77.8055836856 |
| 2025-01-01 | 78.5338201909 |
| 2025-02-01 | 78.6018825459 |
| 2025-03-01 | 78.4929019743 |
| 2025-04-01 | 79.1095892629 |
| 2025-05-01 | 79.7353289469 |
| 2025-06-01 | 79.3161713902 |
| 2025-07-01 | 79.2317214706 |
| 2025-08-01 | 79.2632765094 |
| 2025-09-01 | 79.0587744114 |
| 2025-10-01 | 79.4345603275 |
| 2025-11-01 | 80.1768054556 |
| 2025-12-01 | 80.2842025517 |
| 2026-01-01 | 84.1721348963 |
| 2026-02-01 | 83.8331774425 |
| 2026-03-01 | 78.2117232736 |
| 2026-04-01 | 76.5801865048 |
| 2026-05-01 | 75.0806072886 |
| 2026-06-01 | 75.7576124035 |
| 2026-07-01 | 76.1151228250 |
| 2026-08-01 | 75.9540587845 |